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+<!--
+  ~ Copyright (c) 2023-2024 Arista Networks, Inc.
+  ~ Use of this source code is governed by the Apache License 2.0
+  ~ that can be found in the LICENSE file.
+  -->
+
+ANTA is a streamlined Python framework designed for efficient interaction with network devices. This section outlines how ANTA incorporates caching mechanisms to collect command outputs from network devices.
+
+## Configuration
+
+By default, ANTA utilizes [aiocache](https://github.com/aio-libs/aiocache)'s memory cache backend, also called [`SimpleMemoryCache`](https://aiocache.aio-libs.org/en/v0.12.2/caches.html#simplememorycache). This library aims for simplicity and supports asynchronous operations to go along with Python `asyncio` used in ANTA.
+
+The `_init_cache()` method of the [AntaDevice](../advanced_usages/as-python-lib.md#antadevice-abstract-class) abstract class initializes the cache. Child classes can override this method to tweak the cache configuration:
+
+```python
+def _init_cache(self) -> None:
+    """
+    Initialize cache for the device, can be overridden by subclasses to manipulate how it works
+    """
+    self.cache = Cache(cache_class=Cache.MEMORY, ttl=60, namespace=self.name, plugins=[HitMissRatioPlugin()])
+    self.cache_locks = defaultdict(asyncio.Lock)
+```
+
+The cache is also configured with `aiocache`'s [`HitMissRatioPlugin`](https://aiocache.aio-libs.org/en/v0.12.2/plugins.html#hitmissratioplugin) plugin to calculate the ratio of hits the cache has and give useful statistics for logging purposes in ANTA.
+
+## Cache key design
+
+The cache is initialized per `AntaDevice` and uses the following cache key design:
+
+`<device_name>:<uid>`
+
+The `uid` is an attribute of [AntaCommand](../advanced_usages/as-python-lib.md#antacommand-class), which is a unique identifier generated from the command, version, revision and output format.
+
+Each UID has its own asyncio lock. This design allows coroutines that need to access the cache for different UIDs to do so concurrently. The locks are managed by the `self.cache_locks` dictionary.
+
+## Mechanisms
+
+By default, once the cache is initialized, it is used in the `collect()` method of `AntaDevice`. The `collect()` method prioritizes retrieving the output of the command from the cache. If the output is not in the cache, the private `_collect()` method will retrieve and then store it for future access.
+
+## How to disable caching
+
+Caching is enabled by default in ANTA following the previous configuration and mechanisms.
+
+There might be scenarios where caching is not wanted. You can disable caching in multiple ways in ANTA:
+
+1. Caching can be disabled globally, for **ALL** commands on **ALL** devices, using the `--disable-cache` global flag when invoking anta at the [CLI](../cli/overview.md#invoking-anta-cli):
+    ```bash
+    anta --disable-cache --username arista --password arista nrfu table
+    ```
+2. Caching can be disabled per device, network or range by setting the `disable_cache` key to `True` when definining the ANTA [Inventory](../usage-inventory-catalog.md#create-an-inventory-file) file:
+    ```yaml
+    anta_inventory:
+      hosts:
+      - host: 172.20.20.101
+        name: DC1-SPINE1
+        tags: ["SPINE", "DC1"]
+        disable_cache: True  # Set this key to True
+      - host: 172.20.20.102
+        name: DC1-SPINE2
+        tags: ["SPINE", "DC1"]
+        disable_cache: False # Optional since it's the default
+
+      networks:
+      - network: "172.21.21.0/24"
+        disable_cache: True
+
+      ranges:
+      - start: 172.22.22.10
+        end: 172.22.22.19
+        disable_cache: True
+    ```
+    This approach effectively disables caching for **ALL** commands sent to devices targeted by the `disable_cache` key.
+
+3. For tests developpers, caching can be disabled for a specific [`AntaCommand`](../advanced_usages/as-python-lib.md#antacommand-class) or [`AntaTemplate`](../advanced_usages/as-python-lib.md#antatemplate-class) by setting the `use_cache` attribute to `False`. That means the command output will always be collected on the device and therefore, never use caching.
+
+### Disable caching in a child class of `AntaDevice`
+
+Since caching is implemented at the `AntaDevice` abstract class level, all subclasses will inherit that default behavior. As a result, if you need to disable caching in any custom implementation of `AntaDevice` outside of the ANTA framework, you must initialize `AntaDevice` with `disable_cache` set to `True`:
+
+```python
+class AnsibleEOSDevice(AntaDevice):
+  """
+  Implementation of an AntaDevice using Ansible HttpApi plugin for EOS.
+  """
+  def __init__(self, name: str, connection: ConnectionBase, tags: list = None) -> None:
+      super().__init__(name, tags, disable_cache=True)
+```